[{"volume":15,"article_number":"5215","issue":"14","publication":"Energies","type":"journal_article","keyword":["Energy (miscellaneous)","Energy Engineering and Power Technology","Renewable Energy","Sustainability and the Environment","Electrical and Electronic Engineering","Control and Optimization","Engineering (miscellaneous)","Building and Construction"],"user_id":"16148","title":"Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping","abstract":[{"lang":"eng","text":"<jats:p>Due to failures or even the absence of an electricity grid, microgrid systems are becoming popular solutions for electrifying African rural communities. However, they are heavily stressed and complex to control due to their intermittency and demand growth. Demand side management (DSM) serves as an option to increase the level of flexibility on the demand side by scheduling users’ consumption patterns profiles in response to supply. This paper proposes a demand-side management strategy based on load shifting and peak clipping. The proposed approach was modelled in a MATLAB/Simulink R2021a environment and was optimized using the artificial neural network (ANN) algorithm. Simulations were carried out to test the model’s efficacy in a stand-alone PV-battery microgrid in East Africa. The proposed algorithm reduces the peak demand, smoothing the load profile to the desired level, and improves the system’s peak to average ratio (PAR). The presence of deferrable loads has been considered to bring more flexible demand-side management. Results promise decreases in peak demand and peak to average ratio of about 31.2% and 7.5% through peak clipping. In addition, load shifting promises more flexibility to customers.</jats:p>"}],"doi":"10.3390/en15145215","_id":"47961","date_updated":"2024-10-17T08:46:23Z","date_created":"2023-10-11T08:13:13Z","publisher":"MDPI AG","language":[{"iso":"eng"}],"year":"2022","publication_identifier":{"issn":["1996-1073"]},"status":"public","citation":{"ieee":"G. H. Philipo, J. N. Kakande, and S. Krauter, “Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping,” <i>Energies</i>, vol. 15, no. 14, Art. no. 5215, 2022, doi: <a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>.","chicago":"Philipo, Godiana Hagile, Josephine Nakato Kakande, and Stefan Krauter. “Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping.” <i>Energies</i> 15, no. 14 (2022). <a href=\"https://doi.org/10.3390/en15145215\">https://doi.org/10.3390/en15145215</a>.","ama":"Philipo GH, Kakande JN, Krauter S. Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping. <i>Energies</i>. 2022;15(14). doi:<a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>","apa":"Philipo, G. H., Kakande, J. N., &#38; Krauter, S. (2022). Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping. <i>Energies</i>, <i>15</i>(14), Article 5215. <a href=\"https://doi.org/10.3390/en15145215\">https://doi.org/10.3390/en15145215</a>","short":"G.H. Philipo, J.N. Kakande, S. Krauter, Energies 15 (2022).","bibtex":"@article{Philipo_Kakande_Krauter_2022, title={Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping}, volume={15}, DOI={<a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>}, number={145215}, journal={Energies}, publisher={MDPI AG}, author={Philipo, Godiana Hagile and Kakande, Josephine Nakato and Krauter, Stefan}, year={2022} }","mla":"Philipo, Godiana Hagile, et al. “Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping.” <i>Energies</i>, vol. 15, no. 14, 5215, MDPI AG, 2022, doi:<a href=\"https://doi.org/10.3390/en15145215\">10.3390/en15145215</a>."},"publication_status":"published","department":[{"_id":"53"}],"author":[{"last_name":"Philipo","id":"88505","first_name":"Godiana Hagile","full_name":"Philipo, Godiana Hagile"},{"id":"88649","last_name":"Kakande","first_name":"Josephine Nakato","full_name":"Kakande, Josephine Nakato"},{"full_name":"Krauter, Stefan","first_name":"Stefan","last_name":"Krauter","id":"28836","orcid":"0000-0002-3594-260X"}],"intvolume":"        15"},{"user_id":"91864","keyword":["Diagnostic reasoning","Cognitive bias","Cognitive model","POMDP","Bayesian network","Epilepsy","CDSS"],"file":[{"file_size":261528,"file_name":"paper8.pdf","creator":"doba2","date_created":"2024-10-31T09:59:46Z","content_type":"application/pdf","access_level":"closed","file_id":"56846","date_updated":"2024-10-31T09:59:46Z","relation":"main_file","success":1}],"title":"Formalizing cognitive biases in medical diagnostic reasoning","has_accepted_license":"1","abstract":[{"lang":"eng","text":"This paper presents preliminary work on the formalization of three prominent cognitive biases in the diagnostic reasoning process over epileptic seizures, psychogenic seizures and syncopes. Diagnostic reasoning is understood as iterative exploration of medical evidence. This exploration is represented as a partially observable Markov decision process where the state (i.e., the correct diagnosis) is uncertain. Observation likelihoods and belief updates are computed using a Bayesian network which defines the interrelation between medical risk factors, diagnoses and potential findings. The decision problem is solved via partially observable upper confidence bounds for trees in Monte-Carlo planning. We compute a biased diagnostic exploration policy by altering the generated state transition, observation and reward during look ahead simulations. The resulting diagnostic policies reproduce reasoning errors which have only been described informally in the medical literature. We plan to use this formal representation in the future to inversely detect and classify biased reasoning in actual diagnostic trajectories obtained from physicians."}],"project":[{"name":"TRR 318 - C5: TRR 318 - Subproject C5","_id":"128"}],"ddc":["000"],"publication":"Proceedings of the 8th Workshop on Formal and Cognitive Reasoning","quality_controlled":"1","type":"conference","citation":{"mla":"Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical Diagnostic Reasoning.” <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>, 2022.","bibtex":"@inproceedings{Battefeld_Kopp_2022, title={Formalizing cognitive biases in medical diagnostic reasoning}, booktitle={Proceedings of the 8th Workshop on Formal and Cognitive Reasoning}, author={Battefeld, Dominik and Kopp, Stefan}, year={2022} }","short":"D. Battefeld, S. Kopp, in: Proceedings of the 8th Workshop on Formal and Cognitive Reasoning, 2022.","apa":"Battefeld, D., &#38; Kopp, S. (2022). Formalizing cognitive biases in medical diagnostic reasoning. <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>. 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier.","ama":"Battefeld D, Kopp S. Formalizing cognitive biases in medical diagnostic reasoning. In: <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>. ; 2022.","chicago":"Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical Diagnostic Reasoning.” In <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>, 2022.","ieee":"D. Battefeld and S. Kopp, “Formalizing cognitive biases in medical diagnostic reasoning,” presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier, 2022."},"department":[{"_id":"660"}],"author":[{"full_name":"Battefeld, Dominik","first_name":"Dominik","last_name":"Battefeld","id":"91864","orcid":"0000-0002-5480-0594"},{"first_name":"Stefan","full_name":"Kopp, Stefan","last_name":"Kopp"}],"conference":{"name":"8th Workshop on Formal and Cognitive Reasoning (FCR)","start_date":"2022-09-19 ","location":"Trier","end_date":"2022-09-23"},"_id":"51343","file_date_updated":"2024-10-31T09:59:46Z","date_updated":"2024-10-31T10:00:01Z","date_created":"2024-02-14T09:06:04Z","status":"public","year":"2022","language":[{"iso":"eng"}]},{"citation":{"bibtex":"@book{Teubert_Zobe_2022, title={Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends}, publisher={Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/}, author={Teubert, Hilke and Zobe, Christina}, year={2022} }","mla":"Teubert, Hilke, and Christina Zobe. <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022.","short":"H. Teubert, C. Zobe, Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends, Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022.","ama":"Teubert H, Zobe C. <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/; 2022.","apa":"Teubert, H., &#38; Zobe, C. (2022). <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/.","ieee":"H. Teubert and C. Zobe, <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022.","chicago":"Teubert, Hilke, and Christina Zobe. <i>Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/, 2022."},"user_id":"41891","department":[{"_id":"174"},{"_id":"320"}],"title":"Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert & Friends","author":[{"last_name":"Teubert","id":"41891","full_name":"Teubert, Hilke","first_name":"Hilke"},{"first_name":"Christina","full_name":"Zobe, Christina","last_name":"Zobe"}],"_id":"56470","date_updated":"2024-11-05T08:05:29Z","date_created":"2024-10-09T12:20:55Z","publisher":"Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/","year":"2022","type":"book","language":[{"iso":"ger"}],"status":"public"},{"status":"public","type":"book","year":"2022","language":[{"iso":"ger"}],"publisher":"Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/","date_created":"2024-10-09T10:35:29Z","date_updated":"2024-11-05T08:03:00Z","_id":"56446","author":[{"first_name":"Hilke","full_name":"Teubert, Hilke","id":"41891","last_name":"Teubert"}],"title":"8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht","department":[{"_id":"174"},{"_id":"320"}],"user_id":"41891","citation":{"bibtex":"@book{Teubert_2022, title={8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht}, publisher={Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/}, author={Teubert, Hilke}, year={2022} }","mla":"Teubert, Hilke. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022.","short":"H. Teubert, 8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht, Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022.","apa":"Teubert, H. (2022). <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/.","ama":"Teubert H. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/; 2022.","ieee":"H. Teubert, <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022.","chicago":"Teubert, Hilke. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/, 2022."}},{"title":"Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn","author":[{"full_name":"Teubert, Hilke","first_name":"Hilke","id":"41891","last_name":"Teubert"}],"editor":[{"first_name":"Andrea","full_name":"Menze-Sonneck, Andrea","last_name":"Menze-Sonneck"},{"last_name":"Vinken","full_name":"Vinken, Pia Maria","first_name":"Pia Maria"}],"citation":{"ama":"Teubert H. Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn. In: Menze-Sonneck A, Vinken PM, eds. <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>. Feldhaus Verlag; 2022:111-119.","apa":"Teubert, H. (2022). Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn. In A. Menze-Sonneck &#38; P. M. Vinken (Eds.), <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i> (pp. 111–119). Feldhaus Verlag.","ieee":"H. Teubert, “Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn,” in <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>, A. Menze-Sonneck and P. M. Vinken, Eds. Feldhaus Verlag, 2022, pp. 111–119.","chicago":"Teubert, Hilke. “Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn.” In <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>, edited by Andrea Menze-Sonneck and Pia Maria Vinken, 111–19. Feldhaus Verlag, 2022.","bibtex":"@inbook{Teubert_2022, title={Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn}, booktitle={Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020}, publisher={Feldhaus Verlag}, author={Teubert, Hilke}, editor={Menze-Sonneck, Andrea and Vinken, Pia Maria}, year={2022}, pages={111–119} }","mla":"Teubert, Hilke. “Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn.” <i>Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>, edited by Andrea Menze-Sonneck and Pia Maria Vinken, Feldhaus Verlag, 2022, pp. 111–19.","short":"H. Teubert, in: A. Menze-Sonneck, P.M. Vinken (Eds.), Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020, Feldhaus Verlag, 2022, pp. 111–119."},"user_id":"41891","department":[{"_id":"174"},{"_id":"320"}],"date_created":"2024-10-09T10:44:42Z","publication":"Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020","publisher":"Feldhaus Verlag","language":[{"iso":"ger"}],"year":"2022","type":"book_chapter","status":"public","page":"111-119","_id":"56447","date_updated":"2024-11-05T10:30:24Z"},{"status":"public","type":"book","year":"2022","language":[{"iso":"ger"}],"publisher":"Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/","date_created":"2024-10-09T12:18:49Z","date_updated":"2024-11-07T09:20:19Z","_id":"56469","author":[{"last_name":"Teubert","id":"41891","full_name":"Teubert, Hilke","first_name":"Hilke"}],"title":"Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.","department":[{"_id":"174"},{"_id":"320"}],"user_id":"41891","citation":{"chicago":"Teubert, Hilke. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","ieee":"H. Teubert, <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","apa":"Teubert, H. (2022). <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/.","ama":"Teubert H. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/; 2022.","short":"H. Teubert, Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht., Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","mla":"Teubert, Hilke. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/, 2022.","bibtex":"@book{Teubert_2022, title={Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.}, publisher={Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/}, author={Teubert, Hilke}, year={2022} }"}},{"_id":"50288","date_updated":"2024-11-07T09:57:15Z","date_created":"2024-01-08T08:55:54Z","status":"public","language":[{"iso":"eng"}],"year":"2022","type":"conference_abstract","user_id":"10186","citation":{"bibtex":"@inproceedings{Daniel-Söltenfuß_Breuing_2022, title={Innovation and transfer processes in the German VET-system. Insights into the meta-research project “ITiB”}, author={Daniel-Söltenfuß, Desiree and Breuing, Friederike}, year={2022} }","mla":"Daniel-Söltenfuß, Desiree, and Friederike Breuing. <i>Innovation and Transfer Processes in the German VET-System. Insights into the Meta-Research Project “ITiB.”</i> 2022.","short":"D. Daniel-Söltenfuß, F. Breuing, in: 2022.","apa":"Daniel-Söltenfuß, D., &#38; Breuing, F. (2022). <i>Innovation and transfer processes in the German VET-system. Insights into the meta-research project “ITiB.”</i> EARLI Konferenz, SIG 14, Universität Paderborn.","ama":"Daniel-Söltenfuß D, Breuing F. Innovation and transfer processes in the German VET-system. Insights into the meta-research project “ITiB.” In: ; 2022.","ieee":"D. Daniel-Söltenfuß and F. Breuing, “Innovation and transfer processes in the German VET-system. Insights into the meta-research project ‘ITiB,’” presented at the EARLI Konferenz, SIG 14, Universität Paderborn, 2022.","chicago":"Daniel-Söltenfuß, Desiree, and Friederike Breuing. “Innovation and Transfer Processes in the German VET-System. Insights into the Meta-Research Project ‘ITiB,’” 2022."},"department":[{"_id":"208"}],"author":[{"last_name":"Daniel-Söltenfuß","id":"10186","full_name":"Daniel-Söltenfuß, Desiree","first_name":"Desiree"},{"last_name":"Breuing","first_name":"Friederike","full_name":"Breuing, Friederike"}],"title":"Innovation and transfer processes in the German VET-system. Insights into the meta-research project 'ITiB'","conference":{"end_date":"2022-08-19","name":"EARLI Konferenz, SIG 14","location":"Universität Paderborn","start_date":"2022-08-17"},"alternative_title":["Posterpräsentation auf der EARLI Konferenz, SIG 14"]},{"user_id":"45530","citation":{"short":"A. Schott, M. Neukötter, Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess, 2022.","chicago":"Schott, Alicia, and Moritz Neukötter. <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>, 2022.","ieee":"A. Schott and M. Neukötter, <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>. 2022.","mla":"Schott, Alicia, and Moritz Neukötter. <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>. 2022.","ama":"Schott A, Neukötter M. <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>.; 2022.","bibtex":"@book{Schott_Neukötter_2022, title={Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess}, author={Schott, Alicia and Neukötter, Moritz}, year={2022} }","apa":"Schott, A., &#38; Neukötter, M. (2022). <i>Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess</i>."},"department":[{"_id":"9"},{"_id":"150"}],"author":[{"first_name":"Alicia","full_name":"Schott, Alicia","last_name":"Schott"},{"first_name":"Moritz","full_name":"Neukötter, Moritz","last_name":"Neukötter","id":"45530","orcid":"0000-0001-9101-8828"}],"title":"Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization Prozess","supervisor":[{"full_name":"Neukötter, Moritz","first_name":"Moritz","last_name":"Neukötter","id":"45530","orcid":"0000-0001-9101-8828"},{"first_name":"Hans-Joachim","full_name":"Schmid, Hans-Joachim","id":"464","last_name":"Schmid","orcid":"000-0001-8590-1921"},{"orcid":"https://orcid.org/0000-0003-2611-5298","first_name":"Steffen","full_name":"Jesinghausen, Steffen","id":"3959","last_name":"Jesinghausen"}],"_id":"43002","date_updated":"2024-11-08T08:59:56Z","date_created":"2023-03-14T08:58:50Z","status":"public","language":[{"iso":"ger"}],"year":"2022","type":"bachelorsthesis"},{"ddc":["510"],"publication":"Decision Making Based on Data Proceedings IASE 2019 Satellite Conference","type":"conference","main_file_link":[{"url":"https://www.academia.edu/download/114249671/srap.pdf"}],"user_id":"37888","title":"Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments","file":[{"date_updated":"2024-11-12T10:58:48Z","relation":"main_file","success":1,"file_name":"IASE2019_Satellite_136_FRISCHEM-2.pdf","file_size":877055,"creator":"krueter","date_created":"2024-11-12T10:58:48Z","access_level":"closed","content_type":"application/pdf","file_id":"56996"}],"doi":"10.52041/srap.19304","has_accepted_license":"1","abstract":[{"lang":"eng","text":"<jats:p>Statistical reasoning and the confrontation with first ideas of uncertainty can already be enhanced in primary school. A challenge is how to relate theoretical-combinatorial aspects to empirical frequency aspects, given that fraction concepts are usually not available at primary school. In the frame of a Design Based Research approach we have designed and realized a teaching sequence consisting of seven lessons to develop statistical reasoning about uncertainty of grade 4 students (age 10-11). To supervise their learning processes we collected data on different levels: (a) written pre/post-tests, (b) working notes after each lesson and (c) interviews after the teaching unit. In this paper we will mainly present the design of teaching unit and first results from the analysis of pre- and posttests.</jats:p>"}],"_id":"56251","file_date_updated":"2024-11-12T10:58:48Z","date_updated":"2024-11-12T10:59:05Z","date_created":"2024-09-25T08:33:33Z","publisher":"International Association for Statistical Education","language":[{"iso":"eng"}],"year":"2022","status":"public","citation":{"short":"D. Frischemeier, R. Biehler, in: Decision Making Based on Data Proceedings IASE 2019 Satellite Conference, International Association for Statistical Education, 2022.","bibtex":"@inproceedings{Frischemeier_Biehler_2022, title={Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments}, DOI={<a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>}, booktitle={Decision Making Based on Data Proceedings IASE 2019 Satellite Conference}, publisher={International Association for Statistical Education}, author={Frischemeier, Daniel and Biehler, Rolf}, year={2022} }","mla":"Frischemeier, Daniel, and Rolf Biehler. “Design of a Teaching Unit to Develop Primary School Students ́ Reasoning about Uncertainty in Multi-Step Chance Experiments.” <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>, International Association for Statistical Education, 2022, doi:<a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>.","ieee":"D. Frischemeier and R. Biehler, “Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments,” 2022, doi: <a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>.","chicago":"Frischemeier, Daniel, and Rolf Biehler. “Design of a Teaching Unit to Develop Primary School Students ́ Reasoning about Uncertainty in Multi-Step Chance Experiments.” In <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>. International Association for Statistical Education, 2022. <a href=\"https://doi.org/10.52041/srap.19304\">https://doi.org/10.52041/srap.19304</a>.","ama":"Frischemeier D, Biehler R. Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments. In: <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>. International Association for Statistical Education; 2022. doi:<a href=\"https://doi.org/10.52041/srap.19304\">10.52041/srap.19304</a>","apa":"Frischemeier, D., &#38; Biehler, R. (2022). Design of a teaching unit to develop primary school students ́ reasoning about uncertainty in multi-step chance experiments. <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>. <a href=\"https://doi.org/10.52041/srap.19304\">https://doi.org/10.52041/srap.19304</a>"},"publication_status":"published","department":[{"_id":"363"}],"author":[{"full_name":"Frischemeier, Daniel","first_name":"Daniel","last_name":"Frischemeier"},{"first_name":"Rolf","full_name":"Biehler, Rolf","id":"16274","last_name":"Biehler"}]},{"oa":"1","user_id":"43992","keyword":["data-driven","physics-based","physics-informed","neural networks","system identification","hybrid modelling"],"main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2112.08148"}],"title":"Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering","abstract":[{"text":"In control design most control strategies are model-based and require accurate models to be applied successfully. Due to simplifications and the model-reality-gap physics-derived models frequently exhibit deviations from real-world-systems. Likewise, purely data-driven methods often do not generalise well enough and may violate physical laws. Recently Physics-Guided Neural Networks (PGNN) and physics-inspired loss functions separately have shown promising results to conquer these drawbacks. In this contribution we extend existing methods towards the identification of non-autonomous systems and propose a combined approach PGNN-L, which uses a PGNN and a physics-inspired loss term (-L) to successfully identify the system's dynamics, while maintaining the consistency with physical laws. The proposed method is demonstrated on two real-world nonlinear systems and outperforms existing techniques regarding complexity and reliability.","lang":"eng"}],"doi":"10.1109/AIRC56195.2022.9836982","page":"67-76","publication":"2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)","quality_controlled":"1","type":"conference","citation":{"mla":"Götte, Ricarda-Samantha, and Julia Timmermann. “Composed Physics- and Data-Driven System Identification for Non-Autonomous Systems in Control Engineering.” <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, 2022, pp. 67–76, doi:<a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>.","apa":"Götte, R.-S., &#38; Timmermann, J. (2022). Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering. <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, 67–76. <a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">https://doi.org/10.1109/AIRC56195.2022.9836982</a>","ama":"Götte R-S, Timmermann J. Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering. In: <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>. ; 2022:67-76. doi:<a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>","bibtex":"@inproceedings{Götte_Timmermann_2022, title={Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering}, DOI={<a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>}, booktitle={2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={67–76} }","short":"R.-S. Götte, J. Timmermann, in: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC), 2022, pp. 67–76.","chicago":"Götte, Ricarda-Samantha, and Julia Timmermann. “Composed Physics- and Data-Driven System Identification for Non-Autonomous Systems in Control Engineering.” In <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, 67–76, 2022. <a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">https://doi.org/10.1109/AIRC56195.2022.9836982</a>.","ieee":"R.-S. Götte and J. Timmermann, “Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering,” in <i>2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>, Cairo, Egypt, 2022, pp. 67–76, doi: <a href=\"https://doi.org/10.1109/AIRC56195.2022.9836982\">10.1109/AIRC56195.2022.9836982</a>."},"department":[{"_id":"153"},{"_id":"880"}],"conference":{"name":"3rd International Conference on Artificial Intelligence, Robotics and Control","start_date":"2021-12-08","location":"Cairo, Egypt","end_date":"2021-12-10"},"author":[{"id":"43992","last_name":"Götte","first_name":"Ricarda-Samantha","full_name":"Götte, Ricarda-Samantha"},{"id":"15402","last_name":"Timmermann","first_name":"Julia","full_name":"Timmermann, Julia"}],"_id":"26539","date_updated":"2024-11-13T08:43:28Z","date_created":"2021-10-19T14:47:17Z","year":"2022","language":[{"iso":"eng"}],"status":"public"},{"date_updated":"2024-11-13T08:43:16Z","_id":"31066","year":"2022","language":[{"iso":"eng"}],"status":"public","date_created":"2022-05-05T06:22:55Z","department":[{"_id":"153"},{"_id":"880"}],"citation":{"short":"O. Schön, R.-S. Götte, J. Timmermann, in: 14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022), 2022, pp. 19–24.","mla":"Schön, Oliver, et al. “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems.” <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, vol. 55, no. 12, 2022, pp. 19–24, doi:<a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.","bibtex":"@inproceedings{Schön_Götte_Timmermann_2022, title={Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems}, volume={55}, DOI={<a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>}, number={12}, booktitle={14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)}, author={Schön, Oliver and Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={19–24} }","chicago":"Schön, Oliver, Ricarda-Samantha Götte, and Julia Timmermann. “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems.” In <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, 55:19–24, 2022. <a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.","ieee":"O. Schön, R.-S. Götte, and J. Timmermann, “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems,” in <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, Casablanca, Morocco, 2022, vol. 55, no. 12, pp. 19–24, doi: <a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.","ama":"Schön O, Götte R-S, Timmermann J. Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems. In: <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>. Vol 55. ; 2022:19-24. doi:<a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>","apa":"Schön, O., Götte, R.-S., &#38; Timmermann, J. (2022). Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems. <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, <i>55</i>(12), 19–24. <a href=\"https://doi.org/10.1016/j.ifacol.2022.07.282\">https://doi.org/10.1016/j.ifacol.2022.07.282</a>"},"intvolume":"        55","conference":{"start_date":"2022-06-29","location":"Casablanca, Morocco","name":"14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)","end_date":"2022-07-01"},"author":[{"last_name":"Schön","full_name":"Schön, Oliver","first_name":"Oliver"},{"id":"43992","last_name":"Götte","full_name":"Götte, Ricarda-Samantha","first_name":"Ricarda-Samantha"},{"id":"15402","last_name":"Timmermann","first_name":"Julia","full_name":"Timmermann, Julia"}],"issue":"12","page":"19-24","volume":55,"type":"conference","quality_controlled":"1","publication":"14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)","user_id":"43992","keyword":["neural networks","physics-guided","data-driven","multi-objective optimization","system identification","machine learning","dynamical systems"],"abstract":[{"text":"While trade-offs between modeling effort and model accuracy remain a major concern with system identification, resorting to data-driven methods often leads to a complete disregard for physical plausibility. To address this issue, we propose a physics-guided hybrid approach for modeling non-autonomous systems under control. Starting from a traditional physics-based model, this is extended by a recurrent neural network and trained using a sophisticated multi-objective strategy yielding physically plausible models. While purely data-driven methods fail to produce satisfying results, experiments conducted on real data reveal substantial accuracy improvements by our approach compared to a physics-based model. ","lang":"eng"}],"doi":"https://doi.org/10.1016/j.ifacol.2022.07.282","title":"Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems"},{"conference":{"location":"Online","start_date":"2022-02-03","name":"11th International Conference on Pattern Recognition Applications and Methods","end_date":"2022-02-05"},"title":"Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design","author":[{"last_name":"Hesse","id":"29222","first_name":"Michael","full_name":"Hesse, Michael"},{"last_name":"Hunstig","first_name":"Matthias","full_name":"Hunstig, Matthias"},{"first_name":"Julia","full_name":"Timmermann, Julia","last_name":"Timmermann","id":"15402"},{"id":"552","last_name":"Trächtler","full_name":"Trächtler, Ansgar","first_name":"Ansgar"}],"abstract":[{"text":"Ultrasonic wire bonding is a solid-state joining process used to form electrical interconnections in micro and\r\npower electronics and batteries. A high frequency oscillation causes a metallurgical bond deformation in\r\nthe contact area. Due to the numerous physical influencing factors, it is very difficult to accurately capture\r\nthis process in a model. Therefore, our goal is to determine a suitable feed-forward control strategy for the\r\nbonding process even without detailed model knowledge. We propose the use of batch constrained Bayesian\r\noptimization for the control design. Hence, Bayesian optimization is precisely adapted to the application of\r\nbonding: the constraint is used to check one quality feature of the process and the use of batches leads to\r\nmore efficient experiments. Our approach is suitable to determine a feed-forward control for the bonding\r\nprocess that provides very high quality bonds without using a physical model. We also show that the quality\r\nof the Bayesian optimization based control outperforms random search as well as manual search by a user.\r\nUsing a simple prior knowledge model derived from data further improves the quality of the connection.\r\nThe Bayesian optimization approach offers the possibility to perform a sensitivity analysis of the control\r\nparameters, which allows to evaluate the influence of each control parameter on the bond quality. In summary,\r\nBayesian optimization applied to the bonding process provides an excellent opportunity to develop a feedforward\r\ncontrol without full modeling of the underlying physical processes.","lang":"eng"}],"citation":{"chicago":"Hesse, Michael, Matthias Hunstig, Julia Timmermann, and Ansgar Trächtler. “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-Forward Control Design.” In <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, 383–94, 2022.","ieee":"M. Hesse, M. Hunstig, J. Timmermann, and A. Trächtler, “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design,” in <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, Online, 2022, pp. 383–394.","ama":"Hesse M, Hunstig M, Timmermann J, Trächtler A. Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design. In: <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>. ; 2022:383-394.","apa":"Hesse, M., Hunstig, M., Timmermann, J., &#38; Trächtler, A. (2022). Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design. <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, 383–394.","short":"M. Hesse, M. Hunstig, J. Timmermann, A. Trächtler, in: Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022, pp. 383–394.","mla":"Hesse, Michael, et al. “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-Forward Control Design.” <i>Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, 2022, pp. 383–94.","bibtex":"@inproceedings{Hesse_Hunstig_Timmermann_Trächtler_2022, title={Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design}, booktitle={Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)}, author={Hesse, Michael and Hunstig, Matthias and Timmermann, Julia and Trächtler, Ansgar}, year={2022}, pages={383–394} }"},"user_id":"82875","keyword":["Bayesian optimization","Wire bonding","Feed-forward control","model-free design"],"department":[{"_id":"153"},{"_id":"880"}],"quality_controlled":"1","publication":"Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)","date_created":"2022-02-09T12:50:25Z","year":"2022","type":"conference","publication_identifier":{"isbn":["978-989-758-549-4"]},"language":[{"iso":"eng"}],"status":"public","page":"383-394","_id":"29803","date_updated":"2024-11-13T08:44:17Z"},{"publication":"Schlüsselbegriffe der Sozialplanung und ihre Kritik","type":"book_chapter","page":"129-138","title":"Netzwerke","doi":"10.1007/978-3-658-38399-2","abstract":[{"lang":"ger","text":"Es wird zur Diskussion gestellt, ob Sozialplanung, aber auch Soziale Arbeit, eine naiv-positive Auffassung vom Begriff „Netzwerk“ haben. Der Begriff ist trügerisch, da er einerseits analytisch-begrifflich nicht trennscharf zu bestimmen ist. Andererseits sind mit dem Bild des Netzwerks normative Aussagen impliziert, die in hohem Maße widersprüchlich sind. Bezieht sich das Bild des Netzwerks nicht auf Sachverhalte und Phänomene, die mit anderen Begrifflichkeiten exakter, weil theoretisch und empirisch verweisungsstärker, zu bestimmen wären?"}],"user_id":"48187","publisher":"Springer VS ","date_created":"2024-11-13T08:59:23Z","status":"public","year":"2022","publication_identifier":{"isbn":["978-3-658-38398-5","978-3-658-38399-2"]},"language":[{"iso":"ger"}],"_id":"57037","date_updated":"2024-11-13T08:59:28Z","author":[{"first_name":"Alexander","full_name":"Ristau, Alexander","last_name":"Ristau","id":"114171"},{"last_name":"Krüger","full_name":"Krüger, Tim","first_name":"Tim"},{"first_name":"Michael","full_name":"Winkler, Michael","last_name":"Winkler"}],"editor":[{"first_name":"Mario","full_name":"Rund, Mario","last_name":"Rund"},{"first_name":"Friedhelm","full_name":"Peters, Friedhelm","last_name":"Peters"}],"place":"Wiesbaden","publication_status":"published","citation":{"ieee":"A. Ristau, T. Krüger, and M. Winkler, “Netzwerke,” in <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>, M. Rund and F. Peters, Eds. Wiesbaden: Springer VS , 2022, pp. 129–138.","chicago":"Ristau, Alexander, Tim Krüger, and Michael Winkler. “Netzwerke.” In <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>, edited by Mario Rund and Friedhelm Peters, 129–38. Wiesbaden: Springer VS , 2022. <a href=\"https://doi.org/10.1007/978-3-658-38399-2\">https://doi.org/10.1007/978-3-658-38399-2</a>.","apa":"Ristau, A., Krüger, T., &#38; Winkler, M. (2022). Netzwerke. In M. Rund &#38; F. Peters (Eds.), <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i> (pp. 129–138). Springer VS . <a href=\"https://doi.org/10.1007/978-3-658-38399-2\">https://doi.org/10.1007/978-3-658-38399-2</a>","ama":"Ristau A, Krüger T, Winkler M. Netzwerke. In: Rund M, Peters F, eds. <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>. Springer VS ; 2022:129-138. doi:<a href=\"https://doi.org/10.1007/978-3-658-38399-2\">10.1007/978-3-658-38399-2</a>","short":"A. Ristau, T. Krüger, M. Winkler, in: M. Rund, F. Peters (Eds.), Schlüsselbegriffe der Sozialplanung und ihre Kritik, Springer VS , Wiesbaden, 2022, pp. 129–138.","bibtex":"@inbook{Ristau_Krüger_Winkler_2022, place={Wiesbaden}, title={Netzwerke}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-38399-2\">10.1007/978-3-658-38399-2</a>}, booktitle={Schlüsselbegriffe der Sozialplanung und ihre Kritik}, publisher={Springer VS }, author={Ristau, Alexander and Krüger, Tim and Winkler, Michael}, editor={Rund, Mario and Peters, Friedhelm}, year={2022}, pages={129–138} }","mla":"Ristau, Alexander, et al. “Netzwerke.” <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i>, edited by Mario Rund and Friedhelm Peters, Springer VS , 2022, pp. 129–38, doi:<a href=\"https://doi.org/10.1007/978-3-658-38399-2\">10.1007/978-3-658-38399-2</a>."},"department":[{"_id":"723"},{"_id":"724"},{"_id":"935"}]},{"doi":"10.3262/SM2208061","abstract":[{"text":"In diesem Artikel wird in Bezug auf Fragen des Verstehens diskutiert,\r\nob es der Sozialen Arbeit nicht guttäte, sich von anderen\r\nQuellen als den eigenen Theorien inspirieren, vielleicht sogar provozieren\r\nzu lassen. Dazu wird zunächst das Verhältnis zwischen Sozialer\r\nArbeit und Belletristik, der ›schönen Literatur‹, in den Blick\r\ngenommen.\r\n\r\n\r\n","lang":"ger"}],"title":"Soziale Arbeit über Belletristik verstehen","user_id":"48187","type":"journal_article","publication":"Sozialmagazin","issue":"8","page":"61-77","author":[{"id":"114171","last_name":"Ristau","full_name":"Ristau, Alexander","first_name":"Alexander"}],"article_type":"original","department":[{"_id":"723"},{"_id":"724"},{"_id":"935"}],"publication_status":"published","citation":{"mla":"Ristau, Alexander. “Soziale Arbeit über Belletristik verstehen.” <i>Sozialmagazin</i>, no. 8, Beltz, 2022, pp. 61–77, doi:<a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>.","apa":"Ristau, A. (2022). Soziale Arbeit über Belletristik verstehen. <i>Sozialmagazin</i>, <i>8</i>, 61–77. <a href=\"https://doi.org/10.3262/SM2208061\">https://doi.org/10.3262/SM2208061</a>","ama":"Ristau A. Soziale Arbeit über Belletristik verstehen. <i>Sozialmagazin</i>. 2022;(8):61-77. doi:<a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>","bibtex":"@article{Ristau_2022, title={Soziale Arbeit über Belletristik verstehen}, DOI={<a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>}, number={8}, journal={Sozialmagazin}, publisher={Beltz}, author={Ristau, Alexander}, year={2022}, pages={61–77} }","chicago":"Ristau, Alexander. “Soziale Arbeit über Belletristik verstehen.” <i>Sozialmagazin</i>, no. 8 (2022): 61–77. <a href=\"https://doi.org/10.3262/SM2208061\">https://doi.org/10.3262/SM2208061</a>.","short":"A. Ristau, Sozialmagazin (2022) 61–77.","ieee":"A. Ristau, “Soziale Arbeit über Belletristik verstehen,” <i>Sozialmagazin</i>, no. 8, pp. 61–77, 2022, doi: <a href=\"https://doi.org/10.3262/SM2208061\">10.3262/SM2208061</a>."},"status":"public","language":[{"iso":"ger"}],"year":"2022","publication_identifier":{"issn":["0340-8469"]},"publisher":"Beltz","date_created":"2024-11-13T08:54:01Z","date_updated":"2024-11-13T08:54:07Z","_id":"57036"},{"status":"public","type":"journal_article","year":"2022","language":[{"iso":"eng"}],"publication":"European Journal of Information Systems (VHB Jourqual 3 A)","date_created":"2023-12-04T13:37:43Z","date_updated":"2024-11-13T12:56:22Z","volume":31,"page":"166-187","_id":"49461","intvolume":"        31","author":[{"full_name":"Trang, Simon Thanh-Nam","first_name":"Simon Thanh-Nam","id":"98948","last_name":"Trang","orcid":"0000-0002-4784-4038"},{"last_name":"Mandrella","full_name":"Mandrella, M.","first_name":"M."},{"first_name":"M.","full_name":"Marrone, M.","last_name":"Marrone"},{"full_name":"Kolbe, L.","first_name":"L.","last_name":"Kolbe"}],"title":"Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks","department":[{"_id":"792"}],"user_id":"98948","citation":{"bibtex":"@article{Trang_Mandrella_Marrone_Kolbe_2022, title={Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks}, volume={31}, journal={European Journal of Information Systems (VHB Jourqual 3 A)}, author={Trang, Simon Thanh-Nam and Mandrella, M. and Marrone, M. and Kolbe, L.}, year={2022}, pages={166–187} }","mla":"Trang, Simon Thanh-Nam, et al. “Co-Creating Business Value through IT-Business Operational Alignment in Inter-Organisational Relationships: Empirical Evidence from Regional Networks.” <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>, vol. 31, 2022, pp. 166–87.","short":"S.T.-N. Trang, M. Mandrella, M. Marrone, L. Kolbe, European Journal of Information Systems (VHB Jourqual 3 A) 31 (2022) 166–187.","apa":"Trang, S. T.-N., Mandrella, M., Marrone, M., &#38; Kolbe, L. (2022). Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks. <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>, <i>31</i>, 166–187.","ama":"Trang ST-N, Mandrella M, Marrone M, Kolbe L. Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks. <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>. 2022;31:166-187.","ieee":"S. T.-N. Trang, M. Mandrella, M. Marrone, and L. Kolbe, “Co-creating business value through IT-business operational alignment in inter-organisational relationships: Empirical evidence from regional networks,” <i>European Journal of Information Systems (VHB Jourqual 3 A)</i>, vol. 31, pp. 166–187, 2022.","chicago":"Trang, Simon Thanh-Nam, M. Mandrella, M. Marrone, and L. Kolbe. “Co-Creating Business Value through IT-Business Operational Alignment in Inter-Organisational Relationships: Empirical Evidence from Regional Networks.” <i>European Journal of Information Systems (VHB Jourqual 3 A)</i> 31 (2022): 166–87."}},{"publication":"Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte","date_created":"2022-07-26T07:17:06Z","status":"public","type":"book_chapter","year":"2022","language":[{"iso":"ger"}],"_id":"32417","date_updated":"2025-01-14T12:31:47Z","editor":[{"first_name":"Sebastian","full_name":"Bernhardt, Sebastian","last_name":"Bernhardt"},{"last_name":"Hardtke","full_name":"Hardtke, Thomas","first_name":"Thomas"}],"author":[{"last_name":"Tönsing","id":"52678","full_name":"Tönsing, Johanna","first_name":"Johanna"}],"title":"(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik","place":"Berlin","user_id":"52678","oa":"1","publication_status":"inpress","main_file_link":[{"url":"https://link.springer.com/chapter/10.57088/978-3-7329-9143-3_6","open_access":"1"}],"citation":{"short":"J. Tönsing, in: S. Bernhardt, T. Hardtke (Eds.), Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte, Berlin, n.d.","bibtex":"@inbook{Tönsing, place={Berlin}, title={(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik}, booktitle={Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte}, author={Tönsing, Johanna}, editor={Bernhardt, Sebastian and Hardtke, Thomas} }","mla":"Tönsing, Johanna. “(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik.” <i>Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte</i>, edited by Sebastian Bernhardt and Thomas Hardtke.","ieee":"J. Tönsing, “(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik,” in <i>Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte</i>, S. Bernhardt and T. Hardtke, Eds. Berlin.","chicago":"Tönsing, Johanna. “(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik.” In <i>Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte</i>, edited by Sebastian Bernhardt and Thomas Hardtke. Berlin, n.d.","apa":"Tönsing, J. (n.d.). (K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik. In S. Bernhardt &#38; T. Hardtke (Eds.), <i>Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte</i>.","ama":"Tönsing J. (K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik. In: Bernhardt S, Hardtke T, eds. <i>Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische Referenzkonzepte</i>."},"department":[{"_id":"464"}]},{"keyword":["Artificial Intelligence"],"user_id":"93420","project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"_id":"117","name":"TRR 318 - C: TRR 318 - Project Area C"},{"name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren","_id":"109","grant_number":"438445824"}],"doi":"10.1007/s13218-022-00766-6","abstract":[{"lang":"eng","text":"Explainable Artificial Intelligence (XAI) has mainly focused on static learning tasks so far. In this paper, we consider XAI in the context of online learning in dynamic environments, such as learning from real-time data streams, where models are learned incrementally and continuously adapted over the course of time. More specifically, we motivate the problem of explaining model change, i.e. explaining the difference between models before and after adaptation, instead of the models themselves. In this regard, we provide the first efficient model-agnostic approach to dynamically detecting, quantifying, and explaining significant model changes. Our approach is based on an adaptation of the well-known Permutation Feature Importance (PFI) measure. It includes two hyperparameters that control the sensitivity and directly influence explanation frequency, so that a human user can adjust the method to individual requirements and application needs. We assess and validate our method’s efficacy on illustrative synthetic data streams with three popular model classes."}],"title":"Agnostic Explanation of Model Change based on Feature Importance","issue":"3-4","page":"211-224","volume":36,"type":"journal_article","publication":"KI - Künstliche Intelligenz","department":[{"_id":"660"}],"citation":{"bibtex":"@article{Muschalik_Fumagalli_Hammer_Huellermeier_2022, title={Agnostic Explanation of Model Change based on Feature Importance}, volume={36}, DOI={<a href=\"https://doi.org/10.1007/s13218-022-00766-6\">10.1007/s13218-022-00766-6</a>}, number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science and Business Media LLC}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2022}, pages={211–224} }","mla":"Muschalik, Maximilian, et al. “Agnostic Explanation of Model Change Based on Feature Importance.” <i>KI - Künstliche Intelligenz</i>, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 211–24, doi:<a href=\"https://doi.org/10.1007/s13218-022-00766-6\">10.1007/s13218-022-00766-6</a>.","short":"M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, KI - Künstliche Intelligenz 36 (2022) 211–224.","apa":"Muschalik, M., Fumagalli, F., Hammer, B., &#38; Huellermeier, E. (2022). Agnostic Explanation of Model Change based on Feature Importance. <i>KI - Künstliche Intelligenz</i>, <i>36</i>(3–4), 211–224. <a href=\"https://doi.org/10.1007/s13218-022-00766-6\">https://doi.org/10.1007/s13218-022-00766-6</a>","ama":"Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Agnostic Explanation of Model Change based on Feature Importance. <i>KI - Künstliche Intelligenz</i>. 2022;36(3-4):211-224. doi:<a href=\"https://doi.org/10.1007/s13218-022-00766-6\">10.1007/s13218-022-00766-6</a>","ieee":"M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Agnostic Explanation of Model Change based on Feature Importance,” <i>KI - Künstliche Intelligenz</i>, vol. 36, no. 3–4, pp. 211–224, 2022, doi: <a href=\"https://doi.org/10.1007/s13218-022-00766-6\">10.1007/s13218-022-00766-6</a>.","chicago":"Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Agnostic Explanation of Model Change Based on Feature Importance.” <i>KI - Künstliche Intelligenz</i> 36, no. 3–4 (2022): 211–24. <a href=\"https://doi.org/10.1007/s13218-022-00766-6\">https://doi.org/10.1007/s13218-022-00766-6</a>."},"publication_status":"published","intvolume":"        36","author":[{"last_name":"Muschalik","first_name":"Maximilian","full_name":"Muschalik, Maximilian"},{"id":"93420","last_name":"Fumagalli","first_name":"Fabian","full_name":"Fumagalli, Fabian"},{"full_name":"Hammer, Barbara","first_name":"Barbara","last_name":"Hammer"},{"last_name":"Huellermeier","id":"48129","first_name":"Eyke","full_name":"Huellermeier, Eyke"}],"date_updated":"2025-01-16T16:19:35Z","_id":"48780","language":[{"iso":"eng"}],"year":"2022","publication_identifier":{"issn":["0933-1875","1610-1987"]},"status":"public","date_created":"2023-11-10T14:21:06Z","publisher":"Springer Science and Business Media LLC"},{"author":[{"full_name":"Peckhaus, Volker","first_name":"Volker","last_name":"Peckhaus","id":"391"}],"title":"Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). ","user_id":"391","main_file_link":[{"url":"https://mathscinet.ams.org/mathscinet/article?mr=4090716"}],"citation":{"ieee":"V. Peckhaus, “Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). ,” <i>Mathematical Reviews, MR4090716</i>. 2022.","chicago":"Peckhaus, Volker. “Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). .” <i>Mathematical Reviews, MR4090716</i>, 2022.","apa":"Peckhaus, V. (2022). Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). . In <i>Mathematical Reviews, MR4090716</i>.","ama":"Peckhaus V. Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). . <i>Mathematical Reviews, MR4090716</i>. Published online 2022.","short":"V. Peckhaus, Mathematical Reviews, MR4090716 (2022).","bibtex":"@article{Peckhaus_2022, title={Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). }, journal={Mathematical Reviews, MR4090716}, author={Peckhaus, Volker}, year={2022} }","mla":"Peckhaus, Volker. “Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). .” <i>Mathematical Reviews, MR4090716</i>, 2022."},"department":[{"_id":"520"}],"publication":"Mathematical Reviews, MR4090716","date_created":"2023-01-17T12:20:13Z","status":"public","type":"review","year":"2022","language":[{"iso":"eng"}],"_id":"37082","date_updated":"2025-01-18T14:52:10Z"},{"title":"Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU","author":[{"full_name":"Woppowa, Jan","first_name":"Jan","last_name":"Woppowa","id":"20543"},{"last_name":" Schweitzer","first_name":"F","full_name":" Schweitzer, F"}],"place":"Göttingen","citation":{"ieee":"J. Woppowa and F.  Schweitzer, “Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU,” <i>Theologische Revue</i>, no. 118. Göttingen, 2022.","chicago":"Woppowa, Jan, and F  Schweitzer. “Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU.” <i>Theologische Revue</i>. Göttingen, 2022.","apa":"Woppowa, J., &#38;  Schweitzer, F. (2022). Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU. In <i>Theologische Revue</i> (Issue 118).","ama":"Woppowa J,  Schweitzer F. Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU. <i>Theologische Revue</i>. 2022;(118).","short":"J. Woppowa, F.  Schweitzer, Theologische Revue (2022).","bibtex":"@article{Woppowa_ Schweitzer_2022, place={Göttingen}, title={Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU}, number={118}, journal={Theologische Revue}, author={Woppowa, Jan and  Schweitzer, F}, year={2022} }","mla":"Woppowa, Jan, and F.  Schweitzer. “Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU.” <i>Theologische Revue</i>, no. 118, 2022."},"user_id":"71124","publication_status":"published","department":[{"_id":"124"}],"publication":"Theologische Revue","date_created":"2025-01-07T10:19:00Z","year":"2022","type":"review","language":[{"iso":"ger"}],"status":"public","_id":"58065","date_updated":"2025-01-20T15:09:57Z","issue":"118"},{"type":"book_editor","year":"2022","language":[{"iso":"ger"}],"status":"public","date_created":"2025-01-20T18:19:56Z","date_updated":"2025-01-20T19:24:14Z","_id":"58282","volume":1,"intvolume":"         1","title":"Judentum und Christentum im Dialog","editor":[{"id":"20543","last_name":"Woppowa","first_name":"Jan","full_name":"Woppowa, Jan"},{"last_name":"Verburg","full_name":"Verburg, W","first_name":"W"}],"department":[{"_id":"124"}],"series_title":"Religion unterrichten 3","citation":{"short":"J. Woppowa, W. Verburg, eds., Judentum und Christentum im Dialog, 2022.","bibtex":"@book{Woppowa_Verburg_2022, series={Religion unterrichten 3}, title={Judentum und Christentum im Dialog}, volume={1}, year={2022}, collection={Religion unterrichten 3} }","mla":"Woppowa, Jan, and W. Verburg, editors. <i>Judentum und Christentum im Dialog</i>. 2022.","ieee":"J. Woppowa and W. Verburg, Eds., <i>Judentum und Christentum im Dialog</i>, vol. 1. 2022.","chicago":"Woppowa, Jan, and W Verburg, eds. <i>Judentum und Christentum im Dialog</i>. Vol. 1. Religion unterrichten 3, 2022.","apa":"Woppowa, J., &#38; Verburg, W. (Eds.). (2022). <i>Judentum und Christentum im Dialog</i> (Vol. 1).","ama":"Woppowa J, Verburg W, eds. <i>Judentum und Christentum im Dialog</i>. Vol 1.; 2022."},"user_id":"71124","main_file_link":[{"url":" https://www.vandenhoeck-ruprecht-verlage.com/zeitschrift-religion-unterrichten"}],"publication_status":"published"}]